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Could you be clearer about how you're detecting this size increase? I see you've included adapter code to plug into Kryo, but nothing that specifically reproduces an issue. I also suggest that your minimum reproducible example use normal Java serialization (Object(Input|Output)Stream), rather than Kryo. If you can't reproduce the problem with normal serialization, then the issue would appear to be with Kryo rather than with BloomFilter.
BloomFilter size keeps increasing when serializing and deserializing with kryo ?
Below is the relevant code
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